Pearlie is a distinctive girls' name in United States, ranking #17719 in 2003 with 5 recorded births. The name reached its all-time peak in 2015 with 9 births ranking #11614. In 2003, approximately 1 in every 365,410 girls born was named Pearlie. STABLE Recent data shows the name is currently stable.